Vincent Koc

Computer Science

Massachusetts Institute of Technology (MIT) · United States

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Vincent Koc specializes in AI, language technologies, and cross-cultural research, with 20+ years spanning academia and industry globally (MIT, UT Austin, Microsoft). Founder of Hyperthink Labs, he leads projects at the intersection of AI and social good, advocating responsible, inclusive tech informed by his multilingual, multinational background and ethics-driven approach to artificial intelligence. Vincent is currently a Lead AI researcher at Comet ML alongside his academic positions where he works in open-source AI evaluation, telemetry and optimization.

Research keywords

LLMlarge language modelmultimodal AIprompt and agent optimization

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Computer ScienceLLM evaluation, prompt optimization, applied-AI in LLMs

My research is industry applied blended with academia and looks at a variety of areas spanning production AI systems focused on generative AI and LLMs in the following key areas: - Evaluations and datasets - Prompt and agent optimization methods and algorthims - LLM design patterns - And applied AI LLM use-cases (esp in Health and Finance, regulated)